1
|
da Silva AB, Lourenço MH, Ramiro S, Falzon L, Cunha-Branco J, van der Heijde D, Landewé R, Sepriano A. Performance of clinical, laboratory and imaging features for diagnosing spondyloarthritis-a systematic literature review and meta-analysis. Rheumatology (Oxford) 2024:keae065. [PMID: 38305346 DOI: 10.1093/rheumatology/keae065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/06/2024] [Accepted: 01/16/2024] [Indexed: 02/03/2024] Open
Abstract
OBJECTIVE The Berlin algorithm was developed to help diagnosing axial spondyloarthritis (axSpA), but new studies suggest some features typical of SpA are less specific than previously assumed. Furthermore, evidence is lacking for other SpA subtypes (e.g. peripheral SpA). We aimed to review the evidence on the performance of SpA features for diagnosing each SpA subtype. METHODS Systematic literature review of studies reporting the diagnostic performance of ≥ 1 SpA feature in patients with suspected SpA. The external reference was the rheumatologist's diagnosis of SpA. Meta-analysis was performed, separately for each SpA subtype, to estimate pooled sensitivity, specificity, positive (LR+) and negative (LR-) likelihood ratios. Meta-regression assessed the effect of covariates (e.g. feature's prevalence) on each feature's performance. RESULTS Of 13 844 articles screened, 46 were included. Sacroiliitis on magnetic resonance imaging, damage on pelvic radiographs and elevated C-reactive protein (CRP) had the best balance between LR+ and LR- (LR + 3.9-17.0, LR- 0.5-0.7) for diagnosing axSpA. HLA-B27 had an LR+ lower than anticipated (LR + =3.1). Inflammatory back pain (IBP) had low LR + (LR+∼1), but substantially decreased the likelihood of axSpA when absent (LR-=0.3). Conversely, peripheral features and extra-musculoskeletal manifestations showed high LR + (LR+ 1.6-5.0), but were as common in axSpA as no-axSpA (LR-∼1). The specificity of most features was reduced in settings when these were highly prevalent. Limited data precluded a detailed analysis on diagnosing other SpA subtypes. CONCLUSION Imaging features and CRP have good diagnostic value for axSpA. However, the specificity of other features, especially HLA-B27 and IBP, is lower than previously known.
Collapse
Affiliation(s)
- Ana Bento da Silva
- Department of Rheumatology, Centro Hospitalar de Lisboa Ocidental EPE, Lisbon, Portugal
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, Lisbon, Portugal
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Maria Helena Lourenço
- Department of Rheumatology, Centro Hospitalar de Lisboa Ocidental EPE, Lisbon, Portugal
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, Lisbon, Portugal
- Faculty of Medicine, NOVA Medical School, Lisbon, Portugal
| | - Sofia Ramiro
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
- Zuyderland Medical Center, Heerlen, The Netherlands
| | - Louise Falzon
- Health Economics and Decision Science, School of Medicine and Population Health, University of Sheffield, Sheffield, United Kingdom
| | - Jaime Cunha-Branco
- Department of Rheumatology, Centro Hospitalar de Lisboa Ocidental EPE, Lisbon, Portugal
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, Lisbon, Portugal
| | | | - Robert Landewé
- Zuyderland Medical Center, Heerlen, The Netherlands
- Amsterdam University Medical Center (ARC), Amsterdam, The Netherlands
| | - Alexandre Sepriano
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
- NOVA Medical School, Universidade Nova de Lisboa, Lisboa, Portugal
| |
Collapse
|
2
|
Truong SL, McEwan T, Bird P, Lim I, Saad NF, Schachna L, Taylor AL, Robinson PC. Australian Consensus Statements for the Assessment and Management of Non-radiographic Axial Spondyloarthritis. Rheumatol Ther 2021; 9:1-24. [PMID: 34962620 PMCID: PMC8814294 DOI: 10.1007/s40744-021-00416-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 12/09/2021] [Indexed: 12/02/2022] Open
Abstract
Background The understanding of non-radiographic axial spondyloarthritis (nr-axSpA) has accelerated over the last decade, producing a number of practice-changing developments. Diagnosis is challenging. No diagnostic criteria exist, no single finding is diagnostic, and other causes of back pain may act as confounders. Aim To update and expand the 2014 consensus statement on the investigation and management of non‐radiographic axial spondyloarthritis (nr-axSpA). Methods We created search questions based on our previous statements and four new topics then searched the MEDLINE and Cochrane databases. We assessed relevant publications by full-text review and rated their level of evidence using the GRADE system. We compiled a GRADE evidence summary then produced and voted on consensus statements. Results We identified 5145 relevant publications, full-text reviewed 504, and included 176 in the evidence summary. We developed and voted on 22 consensus statements. All had high agreement. Diagnosis of nr-axSpA should be made by experienced clinicians, considering clinical features of spondyloarthritis, blood tests, and imaging. History and examination should also assess alternative causes of back pain and related conditions including non-specific back pain and fibromyalgia. Initial investigations should include CRP, HLA-B27, and AP pelvic radiography. Further imaging by T1 and STIR MRI of the sacroiliac joints is useful if radiography does not show definite changes. MRI provides moderate-to-high sensitivity and high specificity for nr-axSpA. Acute signs of sacroiliitis on MRI are not specific and have been observed in the absence of spondyloarthritis. Initial management should involve NSAIDs and a regular exercise program, while TNF and IL-17 inhibitors can be used for high disease activity unresponsive to these interventions. Goals of treatment include improving the frequent impairment of social and occupational function that occurs in nr-axSpA. Conclusions We provide 22 evidence-based consensus statements to provide practical guidance in the assessment and management of nr-axSpA. Supplementary Information The online version contains supplementary material available at 10.1007/s40744-021-00416-7.
Collapse
Affiliation(s)
- Steven L Truong
- School of Medicine and Dentistry, Griffith University, Brisbane, QLD, Australia.
- Coast Joint Care, Maroochydore, QLD, Australia.
| | - Tim McEwan
- School of Clinical Medicine, University of Queensland, Herston Rd, Herston, QLD, 4006, Australia
| | - Paul Bird
- St George Hospital Clinical School, University of New South Wales, Sydney, Australia
| | | | - Nivene F Saad
- Metro South Hospital and Health Service, Princess Alexandra Hospital, Woolloongabba, QLD, Australia
- School of Medicine, University of Queensland, Brisbane, Australia
| | - Lionel Schachna
- Department of Rheumatology, Austin Health, Heidelberg, VIC, Australia
- Department of Medicine, University of Melbourne, Parkville, VIC, Australia
| | - Andrew L Taylor
- Department of Rheumatology, Medical School, Fiona Stanley Hospital, University of Western Australia, Perth, Australia
| | - Philip C Robinson
- Metro North, Hospital and Health Service, Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia
- School of Clinical Medicine, University of Queensland, Royal Brisbane and Women's Hospital, Bowen Bridge Road, Herston, QLD, 4006, Australia
| |
Collapse
|
3
|
Poddubnyy D, Sieper J, Akar S, Muñoz-Fernández S, Haibel H, Hojnik M, Ganz F, Inman RD. Characteristics of Patients With Axial Spondyloarthritis by Geographic Regions: PROOF Multicountry Observational Study Baseline Results. Rheumatology (Oxford) 2021; 61:3299-3308. [PMID: 34897381 PMCID: PMC9348765 DOI: 10.1093/rheumatology/keab901] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 11/29/2021] [Indexed: 01/20/2023] Open
Abstract
Objectives To compare demographic and clinical characteristics of patients with axial SpA (axSpA) across geographic regions. Methods Patients With Axial Spondyloarthritis: Multicountry Registry of Clinical Characteristics (PROOF) is an observational study that enrolled recently diagnosed (≤1 year) axSpA patients fulfilling the Assessment of SpondyloArthritis international Society classification criteria from rheumatology clinical practices in 29 countries across six geographic regions. Demographics and disease-related parameters were collected. Here we present baseline data for patients who were classified as radiographic axSpA (r-axSpA) or non-radiographic axSpA (nr-axSpA) confirmed by central reading. Results Of the 2170 patients enrolled, 1553 were classified based on central evaluation of sacroiliac radiographs [r-axSpA: 1023 (66%); nr-axSpA: 530 (34%)]. Patients with nr-axSpA had a significantly higher occurrence of enthesitis (40% vs 33%), psoriasis (10% vs 5%) and IBD (4% vs 2%) vs r-axSpA patients. Significant differences in axSpA characteristics were observed between geographic regions. The highest occurrence of peripheral arthritis (60%), enthesitis (52%) and dactylitis (12%) was in Latin America, and the lowest was in Canada (9%, 9% and 2%, respectively). The occurrence of uveitis and psoriasis was highest in Canada (18% and 14%, respectively) and lowest in China (6% and <1%, respectively). IBD was highest in Arabia (21%), and no cases were observed in China. In multivariable analysis adjusted for factors potentially affecting peripheral and extramusculoskeletal manifestations, geographic regions still exhibited significant differences in frequencies of uveitis (P < 0.01), psoriasis (P < 0.0001) and peripheral arthritis (P < 0.0001). Conclusion The multinational PROOF study of axSpA patients showed significant regional differences in peripheral and extramusculoskeletal manifestations of SpA, which could be considered in management guidelines and clinical trials.
Collapse
Affiliation(s)
- Denis Poddubnyy
- Division of Gastroenterology, Infectious Diseases and Rheumatology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Epidemiology Unit, German Rheumatism Research Centre, Berlin, Germany
| | - Joachim Sieper
- Division of Gastroenterology, Infectious Diseases and Rheumatology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Servet Akar
- Department of Internal Medicine, Division of Rheumatology, Izmir Katip Celebi University, Izmir, Turkey
| | - Santiago Muñoz-Fernández
- Servicio de Reumatología, Hospital Universitario Infanta Sofía, Universidad Europea, Madrid, Spain
| | - Hildrun Haibel
- Division of Gastroenterology, Infectious Diseases and Rheumatology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Maja Hojnik
- Global Medical Affairs Rheumatology, AbbVie Inc., Ljubljana, Slovenia
| | - Fabiana Ganz
- Global Medical Affairs, AbbVie Inc., Baar, Switzerland
| | - Robert D Inman
- Schroeder Arthritis Institute, University Health Network, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
4
|
Komsalova LY, Martínez Salinas MP, Jiménez JFG. Predictive values of inflammatory back pain, positive HLA B27 antigen and acute and chronic magnetic resonance changes in early diagnosis of Spondyloarthritis. A study of 133 patients. PLoS One 2020; 15:e0244184. [PMID: 33347471 PMCID: PMC7751977 DOI: 10.1371/journal.pone.0244184] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2019] [Accepted: 12/05/2020] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES To analyse the predictive values of inflammatory back pain (IBP), positive HLA B27 antigen, increased C-reactive protein (CRP), Spondyloarthritis (SpA) features, familial history (FH), magnetic resonance sacroiliac joints (MRI-SIJ) imaging and its weight in early SpA diagnosis. METHODS 133 patients with back pain, aged <50, duration of the pain <2 years were included. Data such as IBP, HLA B27, increased CRP, SpA features, FH, SIJ´s radiography and MRI were collected for each patient. STIR sequences were classified as strongly positive bone morrow oedema (SPBME ≥2), clearly present and easily recognisable as positive according to the ASAS criterion, weakly positive (WPBME ≥2), suggestive, but not easily recognisable and, clearly negative none of those features. T1-weighted sequences were assessed as positive/negative for erosion, fat metaplasia, backfill and sclerosis, if ≥1, for each lesion was present. MRI images were read by three blinded readers. RESULTS The average age was 38.9 years. 47 (35.3%) patients received SpA diagnosis according to the clinical opinion. IBP was highly specific, 0.81 and sensitive, 0.83. HLA B27 was positive in a half of the SpA patients. SPBME ≥2 provided a great specificity, 0.94 and an acceptable sensitivity, 0.79. Erosion was significantly more frequent in SpA patients (72% vs 7%), specificity 0.93. The addition of erosion ≥1 to the WPBME ≥2 noticeably improved specificity, 0.98, although slightly decreased sensitivity, 0.64. Fat metaplasia and backfill were highly specific, but poorly sensitive. Factors forecasting positive diagnosis were IBP, followed by SpA features and increased CRP. CONCLUSIONS At the onset, IBP might be a good marker for selecting patients with suspicion of SpA. The addition of erosion to the ASAS criterion might be helpful for early diagnosis, especially in patients with doubtful STIR imaging where BME is present but it is hard to determinate whether the ASAS "highly suggestive" criterion is met.
Collapse
|
5
|
Kiltz U, Braun J, Becker A, Chenot JF, Dreimann M, Hammel L, Heiligenhaus A, Hermann KG, Klett R, Krause D, Kreitner KF, Lange U, Lauterbach A, Mau W, Mössner R, Oberschelp U, Philipp S, Pleyer U, Rudwaleit M, Schneider E, Schulte TL, Sieper J, Stallmach A, Swoboda B, Winking M. [Long version on the S3 guidelines for axial spondyloarthritis including Bechterew's disease and early forms, Update 2019 : Evidence-based guidelines of the German Society for Rheumatology (DGRh) and participating medical scientific specialist societies and other organizations]. Z Rheumatol 2020; 78:3-64. [PMID: 31784900 DOI: 10.1007/s00393-019-0670-3] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- U Kiltz
- Rheumazentrum Ruhrgebiet, Ruhr-Universität Bochum, Claudiusstr. 45, 44649, Herne, Deutschland.
| | - J Braun
- Rheumazentrum Ruhrgebiet, Ruhr-Universität Bochum, Claudiusstr. 45, 44649, Herne, Deutschland
| | | | - A Becker
- Allgemeinmedizin, präventive und rehabilitative Medizin, Universität Marburg, Karl-von-Frisch-Str. 4, 35032, Marburg, Deutschland
| | | | - J-F Chenot
- Universitätsmedizin Greifswald, Fleischmann Str. 6, 17485, Greifswald, Deutschland
| | - M Dreimann
- Zentrum für Operative Medizin, Klinik und Poliklinik für Unfall‑, Hand- und Wiederherstellungschirurgie, Universitätsklinikum Hamburg-Eppendorf (UKE), Martinistraße 52, 20251, Hamburg, Deutschland
| | | | - L Hammel
- Geschäftsstelle des Bundesverbandes der DVMB, Metzgergasse 16, 97421, Schweinfurt, Deutschland
| | | | - A Heiligenhaus
- Augenzentrum und Uveitis-Zentrum, St. Franziskus Hospital, Hohenzollernring 74, 48145, Münster, Deutschland
| | | | - K-G Hermann
- Institut für Radiologie, Charité Berlin, Charitéplatz 1, 10117, Berlin, Deutschland
| | | | - R Klett
- Praxis Manuelle & Osteopathische Medizin, Fichtenweg 17, 35428, Langgöns, Deutschland
| | | | - D Krause
- , Friedrich-Ebert-Str. 2, 45964, Gladbeck, Deutschland
| | - K-F Kreitner
- Klinik und Poliklinik für Diagnostische und Interventionelle Radiologie, Universitätsmedizin Mainz, Langenbeckstr. 1, 55131, Mainz, Deutschland
| | - U Lange
- Kerckhoff-Klinik, Rheumazentrum, Osteologie & Physikalische Medizin, Benekestr. 2-8, 61231, Bad Nauheim, Deutschland
| | | | - A Lauterbach
- Schule für Physiotherapie, Orthopädische Universitätsklinik Friedrichsheim, Marienburgstraße 2, 60528, Frankfurt, Deutschland
| | | | - W Mau
- Institut für Rehabilitationsmedizin, Medizinische Fakultät, Martin-Luther-Universität Halle-Wittenberg, 06097, Halle (Saale), Deutschland
| | - R Mössner
- Klinik für Dermatologie, Universitätsmedizin Göttingen, Robert-Koch-Straße 40, 37075, Göttingen, Deutschland
| | | | - U Oberschelp
- , Barlachstr. 6, 59368, Werne a.d. L., Deutschland
| | | | - S Philipp
- Praxis für Dermatologie, Bernauer Str. 66, 16515, Oranienburg, Deutschland
| | - U Pleyer
- Campus Virchow-Klinikum, Charité Centrum 16, Klinik f. Augenheilkunde, Charité, Augustenburger Platz 1, 13353, Berlin, Deutschland
| | - M Rudwaleit
- Klinikum Bielefeld, An der Rosenhöhe 27, 33647, Bielefeld, Deutschland
| | - E Schneider
- Abt. Fachübergreifende Frührehabilitation und Sportmedizin, St. Antonius Hospital, Dechant-Deckersstr. 8, 52249, Eschweiler, Deutschland
| | - T L Schulte
- Klinik für Orthopädie und Unfallchirurgie, Orthopädische Universitätsklinik, Ruhr-Universität Bochum, Gudrunstr. 65, 44791, Bochum, Deutschland
| | - J Sieper
- Medizinische Klinik für Gastroenterologie, Infektiologie und Rheumatologie, Charité - Universitätsmedizin Berlin, Hindenburgdamm 30, 12203, Berlin, Deutschland
| | - A Stallmach
- Klinik für Innere Medizin IV, Universitätsklinikum Jena, Am Klinikum 1, 07743, Jena, Deutschland
| | | | - B Swoboda
- Abteilung für Orthopädie und Rheumatologie, Orthopädische Universitätsklinik, Malteser Waldkrankenhaus St. Marien, 91054, Erlangen, Deutschland
| | | | - M Winking
- Zentrum für Wirbelsäulenchirurgie, Klinikum Osnabrück, Am Finkenhügel 3, 49076, Osnabrück, Deutschland
| | | |
Collapse
|
6
|
Sanz Sanz J, Juanola Roura X, Seoane-Mato D, Montoro M, Gomollón F. Criterios de cribado de enfermedad inflamatoria intestinal y espondiloartritis para derivación de pacientes entre Reumatología y Gastroenterología. ACTA ACUST UNITED AC 2018; 14:68-74. [DOI: 10.1016/j.reuma.2017.07.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Revised: 06/19/2017] [Accepted: 07/03/2017] [Indexed: 02/07/2023]
|
7
|
Sanz Sanz J, Juanola Roura X, Seoane-Mato D, Montoro M, Gomollón F. Criterios de cribado de enfermedad inflamatoria intestinal y espondiloartritis para derivación de pacientes entre Reumatología y Gastroenterología. GASTROENTEROLOGIA Y HEPATOLOGIA 2018; 41:54-62. [DOI: 10.1016/j.gastrohep.2017.03.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Accepted: 07/03/2017] [Indexed: 01/12/2023]
|
8
|
Harvard S, Guh D, Bansback N, Richette P, Saraux A, Fautrel B, Anis A. Access criteria for anti-TNF agents in spondyloarthritis: influence on comparative 1-year cost-effectiveness estimates. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2017; 15:20. [PMID: 28904528 PMCID: PMC5590198 DOI: 10.1186/s12962-017-0081-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 08/23/2017] [Indexed: 12/17/2022] Open
Abstract
Background Anti-tumor necrosis factor (anti-TNF) agents are an effective, but costly, treatment for spondyloarthritis (SpA). Worldwide, multiple sets of access criteria aim to restrict anti-TNF therapy to patients with specific clinical characteristics, yet the influence of access criteria on anti-TNF cost-effectiveness is unknown. Our objective was to use data from the DESIR cohort, a prospective study of early SpA patients in France, to determine whether the French anti-TNF access criteria are the most cost-effective in that setting relative to other potential restrictions. Methods We used data from the DESIR cohort to create five study populations of patients meeting anti-TNF access criteria from Canada, France, Germany, United Kingdom, and Hong Kong, respectively. For each study population, we calculated the costs and quality-adjusted life years (QALYs) over 1 year of patients treated and not treated with anti-TNF therapy. To control for differences between anti-TNF users and non-users, we used linear regression models to derive adjusted mean costs and QALYs. We calculated incremental cost-effectiveness ratios (ICERs) representing the incremental cost per additional QALY gained by treating with an anti-TNF within each of the five study populations, using bootstrapping to explore the range of uncertainty in costs and QALYs. A series of sensitivity analyses was conducted, including one to simulate the effect of a 24-week stopping rule for anti-TNF non-responders. Results Anti-TNF access criteria from France were satisfied by the largest proportion of DESIR patients (27.8%), followed by Germany (25.1%), Canada (23.8%), the UK (12.1%) and Hong Kong (8.6%). Confidence intervals around incremental costs and QALYs in the basecase analysis were overlapping, indicating that anti-TNF cost-effectiveness estimates derived from each subset were similar. In the sensitivity analysis that examined the effect of excluding costs accumulated past 24 weeks by anti-TNF non-responders, the incremental cost per QALY was reduced by approximately 25% relative to the basecase analysis (France: €857,992 vs. €1,105,859; Canada: € 626,459 vs. €818,186; Germany: € 422,568 vs. €545,808); UK €578,899 vs. €766,217; Hong Kong €335,418 vs. €456,850). Conclusions Anti-TNF cost-effectiveness is strongly affected by treatment continuation among non-responders. Access criteria could improve anti-TNF cost-effectiveness by defining patients likely to respond. Electronic supplementary material The online version of this article (doi:10.1186/s12962-017-0081-8) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Stephanie Harvard
- University of British Columbia, Vancouver, Canada.,Centre for Health Evaluation and Outcome Sciences, 588-1081, Burrard Street, Vancouver, BC V6Z 1Y6 Canada.,Sorbonne Universités, UPMC-GRC08, Pierre Louis Institute for Epidemiology and Public Health, Paris, France
| | - Daphne Guh
- Centre for Health Evaluation and Outcome Sciences, 588-1081, Burrard Street, Vancouver, BC V6Z 1Y6 Canada
| | - Nick Bansback
- University of British Columbia, Vancouver, Canada.,Centre for Health Evaluation and Outcome Sciences, 588-1081, Burrard Street, Vancouver, BC V6Z 1Y6 Canada
| | - Pascal Richette
- University Paris Diderot, Faculty of Medicine, Paris 07, Paris, France.,AP-HP, Rheumatology Department, Lariboisiere University Hospital, Paris, France
| | - Alain Saraux
- Rheumatology Unit, Hôpital de la Cavale Blanche, 29609 Brest, France.,EA2216, INSERM ESPRI ERI29 Université de Brest LabEx IGO, Brest, France
| | - Bruno Fautrel
- Sorbonne Universités, UPMC-GRC08, Pierre Louis Institute for Epidemiology and Public Health, Paris, France.,AP-HP, Rheumatology Department, Pitié Salpétrière University Hospital, Paris, France
| | - Aslam Anis
- University of British Columbia, Vancouver, Canada.,Centre for Health Evaluation and Outcome Sciences, 588-1081, Burrard Street, Vancouver, BC V6Z 1Y6 Canada
| |
Collapse
|